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RustGPT: A pure-Rust transformer LLM built from scratch

Language Models Pack Billions of Concepts into 12,000 Dimensions

SpikingBrain 7B – More efficient than classic LLMs

Energy-Based Transformers Explained [video]

I unified convolution and attention into a single framework

K2-Think: A Parameter-Efficient Reasoning System

Qwen3-Next: Towards Ultimate Training and Inference Efficiency

Claude's Memory Architecture Is the Polar Opposite of ChatGPT's

Semantic Line Breaks

We trained Gemma 3 -4b, a 2d VLM model to do 3d recognition task!

[R] Multi-Token Attention: Enhancing Transformer Context Integration Through Convolutional Query-Key Interactions

[D] Fine-tuning a fine-tuned YOLO model?

KTransformers Now Supports Multi-Concurrency and Runs 40 Tokens/s of DeepSeek-R1 Q4/FP8 on MRDIMM-8800

You can now check if your Laptop/ Rig can run a GGUF directly from Hugging Face! 🤗

Qwen3 support merged into transformers

[R] [D] My (Mostly Failed) Attempt to Improve Transformers by Enriching Embeddings with the Last Hidden State – Why It Didn't Scale

[N] [P] Transformer model made with PHP

QwenPhi-4-0.5b-Draft

BAIDU

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ERNIE-4.5-21B-A3B-Thinking

Task: text-generation

Qwen

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Qwen3-Next-80B-A3B-Instruct

Task: text-generation

Qwen

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Qwen3-Next-80B-A3B-Thinking

Task: text-generation

LLM360

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K2-Think

Task: text-generation

Microsoft

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VibeVoice-1.5B

Task: text-to-speech

AI at Meta

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MobileLLM-R1-950M

Task: text-generation

inclusionAI

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Ling-mini-2.0

Task: text-generation

Center for Language and Speech Processing @ JHU

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mmBERT-base

Task: fill-mask

Alpha-VLLM

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Lumina-DiMOO

Task: any-to-any

huggingface

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transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Dao-AILab

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flash-attention

Fast and memory-efficient exact attention

Unstructured-IO

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unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

run-llama

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llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

huggingface

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

NVIDIA

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Megatron-LM

Ongoing research training transformer models at scale

promptslab

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Promptify

Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

deepspeedai

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DeepSpeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

huggingface

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optimum

🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools